I have been searching all day for this and it seems that there is no solution currently available from the chromedriver implementation for python.
how do you set spe
Just a small update for everybody else stumbling over this question.
For newer versions the following code works without problems:
options.add_experimental_option('prefs', {'download.default_directory':'C:\\temp'})